Machine learning mini-workshop

Wednesday Apr 15, 2020, 8:30 AM → 1:00 PM Europe/Berlin

In the clouds... (https://rwth.zoom.us/j/297702399; Meeting ID: 297-702-399)

Michael Krämer (RWTH Aachen University)

A half-day event to present and discuss machine learning activities within the CRC

Overview and Introduction

1 Generative Adversarial Networks

Speaker: Anja Butter (University of Heidelberg)

Heidelberg acitivities

2 Bayesian Networks and Uncertainties

Speaker: Michel Luchmann (University of Heidelberg)

3 Capsules Instead of CNNs

Speaker: Sascha Diefenbacher (University of Heidelberg)

4 Autoencoders

Speaker: Theo Heimel (University of Heidelberg)

10:45 AM coffee

Invited talk

5 Neural Network-based Top Tagger withTwo-Point Energy Correlations and Geometry of Soft Emissions

Speaker: Mihoko Nojiri (IPNS, KEK)

Aachen activities

6 Casting a ParticleNet to catch dark showers

Speaker: Elias Bernreuther (RWTH Aachen University)

7 Autoencoder frustration

Speaker: Thorben Finke (RWTH Aachen University)

8 ML ideas for astroparticle physics

Speaker: Silvia Manconi (RWTH Aachen University)